Dataset info
| Number of variables | 41 |
|---|---|
| Number of observations | 604 |
| Missing cells | 4069 (16.4%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 189.5 KiB |
| Average record size in memory | 321.2 B |
Variables types
| Numeric | 20 |
|---|---|
| Categorical | 15 |
| Boolean | 6 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
abre_fin_de_semana has 230 (38.1%) missing values
|
Missing |
cadena_frio has 318 (52.6%) missing values
|
Missing |
cant_carga has 32 (5.3%) missing values
|
Missing |
cant_merma has 32 (5.3%) missing values
|
Missing |
cant_sku has 25 (4.1%) missing values
|
Missing |
distance_to_market has 49 (8.1%) missing values
|
Missing |
gps_altitude has 294 (48.7%) missing values
|
Missing |
hora_apertura_fin_de_semana has 374 (61.9%) missing values
|
Missing |
hora_apertura_semana has 229 (37.9%) missing values
|
Missing |
hora_cierre_fin_de_semana has 377 (62.4%) missing values
|
Missing |
hora_cierre_semana has 230 (38.1%) missing values
|
Missing |
horario_atencion_igual has 273 (45.2%) missing values
|
Missing |
lugar_principal has 47 (7.8%) missing values
|
Missing |
motivo_no_oferta_other has a high cardinality: 58 distinct values
|
Warning |
motivo_no_oferta_other has 528 (87.4%) missing values
|
Missing |
motivo_si_oferta_other has 255 (42.2%) missing values
|
Missing |
num_entregas_fv has 525 (86.9%) zeros
|
Zeros |
num_entregas_fv has 25 (4.1%) missing values
|
Missing |
num_entregas_general has 92 (15.2%) zeros
|
Zeros |
num_entregas_general has 37 (6.1%) missing values
|
Missing |
num_lugares has 301 (49.8%) zeros
|
Zeros |
num_lugares has 14 (2.3%) missing values
|
Missing |
num_personas has 208 (34.4%) missing values
|
Missing |
num_recojos_fv has 310 (51.3%) zeros
|
Zeros |
num_recojos_fv has 24 (4.0%) missing values
|
Missing |
num_recojos_general has 147 (24.3%) zeros
|
Zeros |
num_recojos_general has 59 (9.8%) missing values
|
Missing |
num_viajes_lugar_principal has 301 (49.8%) zeros
|
Zeros |
num_viajes_lugar_principal has 37 (6.1%) missing values
|
Missing |
superficie_bodega has 46 (7.6%) missing values
|
Missing |
vehiculo_recojo_other has 281 (46.5%) missing values
|
Missing |
zone has 45 (7.5%) missing values
|
Missing |
abre_fin_de_semana
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 38.1% |
| Missing (n) | 230 |
| yes | |
|---|---|
| no | 36 |
| (Missing) |
| Value | Count | Frequency (%) | |
| yes | 338 | 56.0% | |
| no | 36 | 6.0% | |
| (Missing) | 230 | 38.1% |
betweenness_centrality_avg
Numeric
| Distinct count | 61 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.06173195152 |
|---|---|
| Minimum | 0.034458544 |
| Maximum | 0.143672014 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.034458544 |
|---|---|
| 5-th percentile | 0.034458544 |
| Q1 | 0.051596023 |
| Median | 0.056298673 |
| Q3 | 0.064131851 |
| 95-th percentile | 0.102437037 |
| Maximum | 0.143672014 |
| Range | 0.10921347 |
| Interquartile range | 0.012535828 |
Descriptive statistics
| Standard deviation | 0.02274374824 |
|---|---|
| Coef of variation | 0.3684274946 |
| Kurtosis | 5.205041828 |
| Mean | 0.06173195152 |
| MAD | 0.01481921314 |
| Skewness | 2.151322755 |
| Sum | 37.28609872 |
| Variance | 0.0005172780838 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.03445854 0.03546597 0.04273838 0.04392309 0.05052919 ... 0.08176896
0.09095235 0.10321282 0.13962312 0.14367201], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.034458544 | 53 | 8.8% | |
| 0.052855204 | 47 | 7.8% | |
| 0.089241285 | 39 | 6.5% | |
| 0.056375964 | 33 | 5.5% | |
| 0.051945007 | 33 | 5.5% | |
| 0.143672014 | 24 | 4.0% | |
| 0.051028569 | 22 | 3.6% | |
| 0.064131851 | 21 | 3.5% | |
| 0.058317025 | 20 | 3.3% | |
| 0.058136675 | 20 | 3.3% | |
| Other values (51) | 292 | 48.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.034458544 | 53 | 8.8% | |
| 0.036473394 | 4 | 0.7% | |
| 0.042523365 | 7 | 1.2% | |
| 0.0429534 | 3 | 0.5% | |
| 0.043065879 | 2 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.143672014 | 24 | 4.0% | |
| 0.13557423 | 5 | 0.8% | |
| 0.103988604 | 1 | 0.2% | |
| 0.102437037 | 5 | 0.8% | |
| 0.094133653 | 1 | 0.2% |
cadena_frio
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 52.6% |
| Missing (n) | 318 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 164 | 27.2% | |
| 1 | 122 | 20.2% | |
| (Missing) | 318 | 52.6% |
cant_carga
Numeric
| Distinct count | 43 |
|---|---|
| Unique (%) | 7.1% |
| Missing (%) | 5.3% |
| Missing (n) | 32 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 29.74189855 |
|---|---|
| Minimum | 1 |
| Maximum | 300 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 17.64573411 |
| Median | 17.64573411 |
| Q3 | 30 |
| 95-th percentile | 84.5 |
| Maximum | 300 |
| Range | 299 |
| Interquartile range | 12.35426589 |
Descriptive statistics
| Standard deviation | 35.78892903 |
|---|---|
| Coef of variation | 1.203316896 |
| Kurtosis | 23.38389043 |
| Mean | 29.74189855 |
| MAD | 20.00407905 |
| Skewness | 4.344992376 |
| Sum | 17012.36597 |
| Variance | 1280.847441 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) | |
| 17.64573411 | 301 | 49.8% | |
| 20 | 33 | 5.5% | |
| 30 | 28 | 4.6% | |
| 50 | 25 | 4.1% | |
| 10 | 24 | 4.0% | |
| 40 | 17 | 2.8% | |
| 5 | 16 | 2.6% | |
| 80 | 11 | 1.8% | |
| 25 | 10 | 1.7% | |
| 70 | 10 | 1.7% | |
| Other values (32) | 97 | 16.1% | |
| (Missing) | 32 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.3% | |
| 2 | 5 | 0.8% | |
| 3 | 3 | 0.5% | |
| 4 | 2 | 0.3% | |
| 5 | 16 | 2.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 300 | 2 | 0.3% | |
| 280 | 1 | 0.2% | |
| 250 | 1 | 0.2% | |
| 240 | 1 | 0.2% | |
| 200 | 5 | 0.8% |
cant_merma
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 5.3% |
| Missing (n) | 32 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.794805519 |
|---|---|
| Minimum | 0.25 |
| Maximum | 30 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.25 |
|---|---|
| 5-th percentile | 0.5932635135 |
| Q1 | 0.5932635135 |
| Median | 0.5932635135 |
| Q3 | 1.25 |
| 95-th percentile | 7.45 |
| Maximum | 30 |
| Range | 29.75 |
| Interquartile range | 0.6567364865 |
Descriptive statistics
| Standard deviation | 3.198978198 |
|---|---|
| Coef of variation | 1.782353667 |
| Kurtosis | 28.53884426 |
| Mean | 1.794805519 |
| MAD | 1.724974863 |
| Skewness | 4.699969572 |
| Sum | 1026.628757 |
| Variance | 10.23346151 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) | |
| 0.5932635135 | 352 | 58.3% | |
| 1 | 59 | 9.8% | |
| 2 | 52 | 8.6% | |
| 3 | 25 | 4.1% | |
| 5 | 21 | 3.5% | |
| 10 | 15 | 2.5% | |
| 0.5 | 15 | 2.5% | |
| 4 | 8 | 1.3% | |
| 15 | 6 | 1.0% | |
| 6 | 3 | 0.5% | |
| Other values (10) | 16 | 2.6% | |
| (Missing) | 32 | 5.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.25 | 2 | 0.3% | |
| 0.5 | 15 | 2.5% | |
| 0.5932635135 | 352 | 58.3% | |
| 0.8 | 1 | 0.2% | |
| 1 | 59 | 9.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 2 | 0.3% | |
| 20 | 3 | 0.5% | |
| 15 | 6 | 1.0% | |
| 12 | 1 | 0.2% | |
| 10 | 15 | 2.5% |
cant_sku
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 6.1% |
| Missing (%) | 4.1% |
| Missing (n) | 25 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.11407741 |
|---|---|
| Minimum | 1 |
| Maximum | 40 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 12 |
| Median | 12.62475356 |
| Q3 | 12.62475356 |
| 95-th percentile | 27.2 |
| Maximum | 40 |
| Range | 39 |
| Interquartile range | 0.6247535572 |
Descriptive statistics
| Standard deviation | 6.264615972 |
|---|---|
| Coef of variation | 0.477701616 |
| Kurtosis | 3.304387808 |
| Mean | 13.11407741 |
| MAD | 3.780790555 |
| Skewness | 1.443713396 |
| Sum | 7593.050821 |
| Variance | 39.24541327 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) | |
| 12.62475356 | 301 | 49.8% | |
| 6 | 29 | 4.8% | |
| 10 | 27 | 4.5% | |
| 15 | 25 | 4.1% | |
| 20 | 24 | 4.0% | |
| 12 | 19 | 3.1% | |
| 5 | 19 | 3.1% | |
| 8 | 18 | 3.0% | |
| 4 | 13 | 2.2% | |
| 7 | 11 | 1.8% | |
| Other values (26) | 93 | 15.4% | |
| (Missing) | 25 | 4.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 6 | 1.0% | |
| 2 | 3 | 0.5% | |
| 3 | 9 | 1.5% | |
| 4 | 13 | 2.2% | |
| 5 | 19 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.2% | |
| 37 | 1 | 0.2% | |
| 36 | 2 | 0.3% | |
| 35 | 5 | 0.8% | |
| 34 | 1 | 0.2% |
df_index
Numeric
| Distinct count | 604 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 310.513245 |
|---|---|
| Minimum | 0 |
| Maximum | 618 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 32.15 |
| Q1 | 156.75 |
| Median | 308.5 |
| Q3 | 466.25 |
| 95-th percentile | 587.85 |
| Maximum | 618 |
| Range | 618 |
| Interquartile range | 309.5 |
Descriptive statistics
| Standard deviation | 178.5619397 |
|---|---|
| Coef of variation | 0.5750541808 |
| Kurtosis | -1.205300879 |
| Mean | 310.513245 |
| MAD | 154.5861804 |
| Skewness | 0.008719684901 |
| Sum | 187550 |
| Variance | 31884.36633 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 618.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 618 | 1 | 0.2% | |
| 212 | 1 | 0.2% | |
| 210 | 1 | 0.2% | |
| 209 | 1 | 0.2% | |
| 208 | 1 | 0.2% | |
| 207 | 1 | 0.2% | |
| 206 | 1 | 0.2% | |
| 205 | 1 | 0.2% | |
| 204 | 1 | 0.2% | |
| 203 | 1 | 0.2% | |
| Other values (594) | 594 | 98.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 1 | 1 | 0.2% | |
| 3 | 1 | 0.2% | |
| 4 | 1 | 0.2% | |
| 5 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 618 | 1 | 0.2% | |
| 617 | 1 | 0.2% | |
| 616 | 1 | 0.2% | |
| 615 | 1 | 0.2% | |
| 614 | 1 | 0.2% |
dist_2closest_mkt
Numeric
| Distinct count | 569 |
|---|---|
| Unique (%) | 94.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 621.9155753 |
|---|---|
| Minimum | 5.59212409 |
| Maximum | 2846.175811 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.59212409 |
|---|---|
| 5-th percentile | 38.3715269 |
| Q1 | 180.2865511 |
| Median | 443.9141209 |
| Q3 | 918.3837707 |
| 95-th percentile | 1621.888839 |
| Maximum | 2846.175811 |
| Range | 2840.583687 |
| Interquartile range | 738.0972196 |
Descriptive statistics
| Standard deviation | 572.8615717 |
|---|---|
| Coef of variation | 0.9211243366 |
| Kurtosis | 1.777866178 |
| Mean | 621.9155753 |
| MAD | 448.0257991 |
| Skewness | 1.378431775 |
| Sum | 375637.0075 |
| Variance | 328170.3803 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 5.59212409 67.72448204 524.59208753 714.74515645 724.1363875
1582.7103671 2846.17581109], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 721.4419197 | 3 | 0.5% | |
| 186.7263036 | 3 | 0.5% | |
| 719.5478029 | 3 | 0.5% | |
| 468.527212 | 3 | 0.5% | |
| 698.3626867 | 2 | 0.3% | |
| 483.506287 | 2 | 0.3% | |
| 889.6623703 | 2 | 0.3% | |
| 505.9017989 | 2 | 0.3% | |
| 610.5233453 | 2 | 0.3% | |
| 652.0099177 | 2 | 0.3% | |
| Other values (559) | 580 | 96.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.59212409 | 1 | 0.2% | |
| 5.684518688 | 1 | 0.2% | |
| 8.214619459 | 1 | 0.2% | |
| 9.225136619 | 1 | 0.2% | |
| 11.64385456 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2846.175811 | 1 | 0.2% | |
| 2824.995864 | 1 | 0.2% | |
| 2772.24222 | 1 | 0.2% | |
| 2498.281442 | 1 | 0.2% | |
| 2482.7303 | 1 | 0.2% |
distance_to_market
Numeric
| Distinct count | 534 |
|---|---|
| Unique (%) | 88.4% |
| Missing (%) | 8.1% |
| Missing (n) | 49 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7734221.722 |
|---|---|
| Minimum | 357.1870982 |
| Maximum | 14262986.27 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 357.1870982 |
|---|---|
| 5-th percentile | 2136.265336 |
| Q1 | 8362.718334 |
| Median | 14239632.57 |
| Q3 | 14257309.64 |
| 95-th percentile | 14260621.92 |
| Maximum | 14262986.27 |
| Range | 14262629.08 |
| Interquartile range | 14248946.92 |
Descriptive statistics
| Standard deviation | 7102772.635 |
|---|---|
| Coef of variation | 0.9183564798 |
| Kurtosis | -1.978087117 |
| Mean | 7734221.722 |
| MAD | 7070875.457 |
| Skewness | -0.1704400567 |
| Sum | 4292493056 |
| Variance | 5.04493791e+13 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14259725.23 | 3 | 0.5% | |
| 14258352.28 | 3 | 0.5% | |
| 14258499.75 | 2 | 0.3% | |
| 10539.44326 | 2 | 0.3% | |
| 14258225.71 | 2 | 0.3% | |
| 14258144.69 | 2 | 0.3% | |
| 14258111.83 | 2 | 0.3% | |
| 14257720.27 | 2 | 0.3% | |
| 1527.196537 | 2 | 0.3% | |
| 14258041.37 | 2 | 0.3% | |
| Other values (523) | 533 | 88.2% | |
| (Missing) | 49 | 8.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 357.1870982 | 1 | 0.2% | |
| 757.8001924 | 1 | 0.2% | |
| 1017.656353 | 1 | 0.2% | |
| 1036.480878 | 1 | 0.2% | |
| 1052.318558 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14262986.27 | 1 | 0.2% | |
| 14262960.02 | 1 | 0.2% | |
| 14262508.89 | 1 | 0.2% | |
| 14262491.17 | 1 | 0.2% | |
| 14262448.4 | 1 | 0.2% |
distrito
Categorical
| Distinct count | 13 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| VILLA EL SALVADOR | |
|---|---|
| SAN JUAN DE LURIGANCHO | |
| SURQUILLO | |
| Other values (10) |
| Value | Count | Frequency (%) | |
| VILLA EL SALVADOR | 112 | 18.5% | |
| SAN JUAN DE LURIGANCHO | 102 | 16.9% | |
| SURQUILLO | 98 | 16.2% | |
| SAN MIGUEL | 83 | 13.7% | |
| BARRANCO | 50 | 8.3% | |
| SAN ISIDRO | 45 | 7.5% | |
| SANTIAGO DE SURCO | 45 | 7.5% | |
| ATE | 37 | 6.1% | |
| LA MOLINA | 12 | 2.0% | |
| CHORRILLOS | 8 | 1.3% | |
| Other values (3) | 12 | 2.0% |
| Max length | 22 |
|---|---|
| Mean length | 13.08774834 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
gps_altitude
Numeric
| Distinct count | 282 |
|---|---|
| Unique (%) | 46.7% |
| Missing (%) | 48.7% |
| Missing (n) | 294 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 164.2288216 |
|---|---|
| Minimum | 0 |
| Maximum | 413 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30.7764038 |
| Q1 | 97.84341621 |
| Median | 136.3822745 |
| Q3 | 254.825395 |
| 95-th percentile | 332.2311829 |
| Maximum | 413 |
| Range | 413 |
| Interquartile range | 156.9819788 |
Descriptive statistics
| Standard deviation | 94.77534051 |
|---|---|
| Coef of variation | 0.5770932264 |
| Kurtosis | -0.8342519259 |
| Mean | 164.2288216 |
| MAD | 81.88541912 |
| Skewness | 0.4835005551 |
| Sum | 50910.93469 |
| Variance | 8982.36517 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.8% | |
| 27 | 3 | 0.5% | |
| 73.5955658 | 3 | 0.5% | |
| 73.59548078 | 3 | 0.5% | |
| 73.17258453 | 3 | 0.5% | |
| 177 | 2 | 0.3% | |
| 73.27217439 | 2 | 0.3% | |
| 81.90546402 | 2 | 0.3% | |
| 74.26279705 | 2 | 0.3% | |
| 75.75339664 | 2 | 0.3% | |
| Other values (271) | 283 | 46.9% | |
| (Missing) | 294 | 48.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.8% | |
| 11 | 1 | 0.2% | |
| 12.0680343 | 1 | 0.2% | |
| 14.15347063 | 1 | 0.2% | |
| 20 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 413 | 1 | 0.2% | |
| 395 | 1 | 0.2% | |
| 377 | 1 | 0.2% | |
| 372 | 1 | 0.2% | |
| 362 | 1 | 0.2% |
hora_apertura_fin_de_semana
Categorical
| Distinct count | 28 |
|---|---|
| Unique (%) | 4.6% |
| Missing (%) | 61.9% |
| Missing (n) | 374 |
| 08:00:00 | |
|---|---|
| 07:00:00 | 34 |
| 09:00:00 | 28 |
| Other values (24) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 08:00:00 | 89 | 14.7% | |
| 07:00:00 | 34 | 5.6% | |
| 09:00:00 | 28 | 4.6% | |
| 07:30:00 | 15 | 2.5% | |
| 06:00:00 | 15 | 2.5% | |
| 08:30:00 | 11 | 1.8% | |
| 10:00:00 | 10 | 1.7% | |
| 06:30:00 | 5 | 0.8% | |
| 09:30:00 | 5 | 0.8% | |
| 08:03:00 | 1 | 0.2% | |
| Other values (17) | 17 | 2.8% | |
| (Missing) | 374 | 61.9% |
| Max length | 8 |
|---|---|
| Mean length | 5.523178808 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
hora_apertura_semana
Categorical
| Distinct count | 36 |
|---|---|
| Unique (%) | 6.0% |
| Missing (%) | 37.9% |
| Missing (n) | 229 |
| 08:00:00 | |
|---|---|
| 07:00:00 | |
| 06:00:00 | 40 |
| Other values (32) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 08:00:00 | 92 | 15.2% | |
| 07:00:00 | 92 | 15.2% | |
| 06:00:00 | 40 | 6.6% | |
| 09:00:00 | 38 | 6.3% | |
| 07:30:00 | 27 | 4.5% | |
| 06:30:00 | 25 | 4.1% | |
| 08:30:00 | 12 | 2.0% | |
| 10:00:00 | 11 | 1.8% | |
| 09:30:00 | 4 | 0.7% | |
| 20:00:00 | 3 | 0.5% | |
| Other values (25) | 31 | 5.1% | |
| (Missing) | 229 | 37.9% |
| Max length | 8 |
|---|---|
| Mean length | 6.483443709 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
hora_cierre_fin_de_semana
Categorical
| Distinct count | 38 |
|---|---|
| Unique (%) | 6.3% |
| Missing (%) | 62.4% |
| Missing (n) | 377 |
| 22:00:00 | 46 |
|---|---|
| 23:00:00 | 28 |
| 21:00:00 | 25 |
| Other values (34) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 22:00:00 | 46 | 7.6% | |
| 23:00:00 | 28 | 4.6% | |
| 21:00:00 | 25 | 4.1% | |
| 18:00:00 | 18 | 3.0% | |
| 22:30:00 | 15 | 2.5% | |
| 20:00:00 | 14 | 2.3% | |
| 21:30:00 | 11 | 1.8% | |
| 19:00:00 | 10 | 1.7% | |
| 16:00:00 | 8 | 1.3% | |
| 17:00:00 | 6 | 1.0% | |
| Other values (27) | 46 | 7.6% | |
| (Missing) | 377 | 62.4% |
| Max length | 8 |
|---|---|
| Mean length | 5.503311258 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
hora_cierre_semana
Categorical
| Distinct count | 38 |
|---|---|
| Unique (%) | 6.3% |
| Missing (%) | 38.1% |
| Missing (n) | 230 |
| 22:00:00 | |
|---|---|
| 23:00:00 | |
| 21:00:00 | |
| Other values (34) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 22:00:00 | 91 | 15.1% | |
| 23:00:00 | 56 | 9.3% | |
| 21:00:00 | 55 | 9.1% | |
| 20:00:00 | 42 | 7.0% | |
| 19:00:00 | 19 | 3.1% | |
| 22:30:00 | 16 | 2.6% | |
| 21:30:00 | 15 | 2.5% | |
| 09:30:00 | 7 | 1.2% | |
| 09:00:00 | 7 | 1.2% | |
| 17:00:00 | 7 | 1.2% | |
| Other values (27) | 59 | 9.8% | |
| (Missing) | 230 | 38.1% |
| Max length | 8 |
|---|---|
| Mean length | 6.476821192 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
horario_atencion_igual
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 45.2% |
| Missing (n) | 273 |
| yes | |
|---|---|
| no | |
| (Missing) |
| Value | Count | Frequency (%) | |
| yes | 230 | 38.1% | |
| no | 101 | 16.7% | |
| (Missing) | 273 | 45.2% |
in_food_desert
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) | |
| False | 468 | 77.5% | |
| True | 136 | 22.5% |
kopt+0_Clusters
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.377483444 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.614575903 |
|---|---|
| Coef of variation | 0.4780411008 |
| Kurtosis | -1.005670995 |
| Mean | 3.377483444 |
| MAD | 1.379610543 |
| Skewness | 0.05905058483 |
| Sum | 2040 |
| Variance | 2.606855348 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[0. 0.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 4 | 143 | 23.7% | |
| 2 | 113 | 18.7% | |
| 3 | 105 | 17.4% | |
| 1 | 86 | 14.2% | |
| 6 | 81 | 13.4% | |
| 5 | 71 | 11.8% | |
| 0 | 5 | 0.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.8% | |
| 1 | 86 | 14.2% | |
| 2 | 113 | 18.7% | |
| 3 | 105 | 17.4% | |
| 4 | 143 | 23.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 81 | 13.4% | |
| 5 | 71 | 11.8% | |
| 4 | 143 | 23.7% | |
| 3 | 105 | 17.4% | |
| 2 | 113 | 18.7% |
latitude
Numeric
| Distinct count | 568 |
|---|---|
| Unique (%) | 94.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -12.1103363 |
|---|---|
| Minimum | -12.2390702 |
| Maximum | -11.96299 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -12.2390702 |
|---|---|
| 5-th percentile | -12.22701566 |
| Q1 | -12.14276574 |
| Median | -12.10899863 |
| Q3 | -12.06384115 |
| 95-th percentile | -12.00264385 |
| Maximum | -11.96299 |
| Range | 0.2760802 |
| Interquartile range | 0.07892458719 |
Descriptive statistics
| Standard deviation | 0.06985418084 |
|---|---|
| Coef of variation | -0.00576814542 |
| Kurtosis | -0.7613587965 |
| Mean | -12.1103363 |
| MAD | 0.05507625084 |
| Skewness | -0.2435219722 |
| Sum | -7314.643123 |
| Variance | 0.004879606581 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-12.2390702 -12.22819405 -12.2244518 -12.21129705 -12.15559201 ...
-12.05348113 -12.01832101 -12.00506545 -12.0004924 -11.96299 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -12.08449664 | 3 | 0.5% | |
| -12.08141228 | 3 | 0.5% | |
| -12.08974215 | 3 | 0.5% | |
| -12.0844795 | 3 | 0.5% | |
| -12.08409636 | 2 | 0.3% | |
| -12.08219561 | 2 | 0.3% | |
| -12.08462159 | 2 | 0.3% | |
| -12.08522351 | 2 | 0.3% | |
| -12.08427213 | 2 | 0.3% | |
| -12.08443766 | 2 | 0.3% | |
| Other values (558) | 580 | 96.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -12.2390702 | 1 | 0.2% | |
| -12.2384055 | 1 | 0.2% | |
| -12.2383396 | 1 | 0.2% | |
| -12.2382188 | 1 | 0.2% | |
| -12.2381581 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -11.96299 | 1 | 0.2% | |
| -12.0003189 | 1 | 0.2% | |
| -12.0006659 | 1 | 0.2% | |
| -12.0009736 | 1 | 0.2% | |
| -12.0011036 | 1 | 0.2% |
longitude
Numeric
| Distinct count | 568 |
|---|---|
| Unique (%) | 94.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -77.00466953 |
|---|---|
| Minimum | -77.10409281 |
| Maximum | -76.9195643 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -77.10409281 |
|---|---|
| 5-th percentile | -77.08307169 |
| Q1 | -77.02532109 |
| Median | -76.99872388 |
| Q3 | -76.969585 |
| 95-th percentile | -76.94138375 |
| Maximum | -76.9195643 |
| Range | 0.1845285088 |
| Interquartile range | 0.05573609352 |
Descriptive statistics
| Standard deviation | 0.04515177656 |
|---|---|
| Coef of variation | -0.0005863511503 |
| Kurtosis | -0.7696594165 |
| Mean | -77.00466953 |
| MAD | 0.03773983351 |
| Skewness | -0.3493138633 |
| Sum | -46510.8204 |
| Variance | 0.002038682927 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-77.10409281 -77.08755798 -77.08699415 -77.08287404 -77.07576439 ...
-76.9615422 -76.95597805 -76.94764365 -76.9380984 -76.9195643 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -77.07961634 | 3 | 0.5% | |
| -77.07826013 | 3 | 0.5% | |
| -77.09521584 | 3 | 0.5% | |
| -77.07961592 | 3 | 0.5% | |
| -77.07677767 | 2 | 0.3% | |
| -76.997607 | 2 | 0.3% | |
| -77.08212465 | 2 | 0.3% | |
| -77.10409281 | 2 | 0.3% | |
| -77.08740961 | 2 | 0.3% | |
| -77.07638808 | 2 | 0.3% | |
| Other values (558) | 580 | 96.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -77.10409281 | 2 | 0.3% | |
| -77.10392766 | 1 | 0.2% | |
| -77.10350219 | 1 | 0.2% | |
| -77.10298855 | 1 | 0.2% | |
| -77.10291915 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -76.9195643 | 1 | 0.2% | |
| -76.92382992 | 1 | 0.2% | |
| -76.92613316 | 1 | 0.2% | |
| -76.9346542 | 1 | 0.2% | |
| -76.9347367 | 1 | 0.2% |
lugar_principal
Categorical
| Distinct count | 29 |
|---|---|
| Unique (%) | 4.8% |
| Missing (%) | 7.8% |
| Missing (n) | 47 |
| missing | |
|---|---|
| Mercado Mayorista Plaza Unicachi Sur | |
| Mercado de Frutas | 50 |
| Other values (25) | |
| (Missing) | 47 |
| Value | Count | Frequency (%) | |
| missing | 301 | 49.8% | |
| Mercado Mayorista Plaza Unicachi Sur | 79 | 13.1% | |
| Mercado de Frutas | 50 | 8.3% | |
| Gran Mercado Mayorista De Lima | 32 | 5.3% | |
| Mercado Minorista - La Parada | 31 | 5.1% | |
| Mercado Vencedores | 14 | 2.3% | |
| Mercado Barranco | 8 | 1.3% | |
| Mercado San Miguel | 5 | 0.8% | |
| Mercado de Surquillo | 5 | 0.8% | |
| Mercado de Frutas de San Luis | 4 | 0.7% | |
| Other values (18) | 28 | 4.6% | |
| (Missing) | 47 | 7.8% |
| Max length | 36 |
|---|---|
| Mean length | 15.17218543 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_no_oferta
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Otros | |
|---|---|
| Las FyVs se malogran | |
| Los clientes no piden FyVs | 55 |
| Other values (4) | 77 |
| Value | Count | Frequency (%) | |
| Otros | 389 | 64.4% | |
| Las FyVs se malogran | 83 | 13.7% | |
| Los clientes no piden FyVs | 55 | 9.1% | |
| Cercanía de otros locales que ofrecen FyVs | 52 | 8.6% | |
| No tiene los medios para abastecerse | 22 | 3.6% | |
| Las FyVs son muy caras | 2 | 0.3% | |
| No tiene tiempo | 1 | 0.2% |
| Max length | 42 |
|---|---|
| Mean length | 13.36092715 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_no_oferta_other
Categorical
| Distinct count | 58 |
|---|---|
| Unique (%) | 9.6% |
| Missing (%) | 87.4% |
| Missing (n) | 528 |
| Cercanía al mercado | 10 |
|---|---|
| Mercado cerca | 3 |
| Rotacion lenta | 3 |
| Other values (54) | 60 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Cercanía al mercado | 10 | 1.7% | |
| Mercado cerca | 3 | 0.5% | |
| Rotacion lenta | 3 | 0.5% | |
| No es su especialidad | 2 | 0.3% | |
| Dificultad para abastecerse | 2 | 0.3% | |
| No hay espacio | 2 | 0.3% | |
| Espacio | 2 | 0.3% | |
| No combina vender frutas y verduras con panes y embutidos | 2 | 0.3% | |
| Poco espacio | 2 | 0.3% | |
| por el verano no se vende, más se vende ropas | 1 | 0.2% | |
| Other values (47) | 47 | 7.8% | |
| (Missing) | 528 | 87.4% |
| Max length | 67 |
|---|---|
| Mean length | 6.801324503 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_si_oferta
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| missing | |
|---|---|
| Los clientes piden FyVs | |
| Otros | |
| Other values (2) | 30 |
| Value | Count | Frequency (%) | |
| missing | 301 | 49.8% | |
| Los clientes piden FyVs | 171 | 28.3% | |
| Otros | 102 | 16.9% | |
| Es fácil adquirir FyVs | 25 | 4.1% | |
| No hay otros sitios cerca que ofrezcan FyVs | 5 | 0.8% |
| Max length | 43 |
|---|---|
| Mean length | 12.11092715 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
motivo_si_oferta_other
Categorical
| Distinct count | 42 |
|---|---|
| Unique (%) | 7.0% |
| Missing (%) | 42.2% |
| Missing (n) | 255 |
| missing | |
|---|---|
| Para surtir el negocio | 4 |
| para surtir el negocio | 3 |
| Other values (38) | 41 |
| (Missing) |
| Value | Count | Frequency (%) | |
| missing | 301 | 49.8% | |
| Para surtir el negocio | 4 | 0.7% | |
| para surtir el negocio | 3 | 0.5% | |
| Porque trabaja con su amigo | 2 | 0.3% | |
| Ya tiene clientes fijos | 2 | 0.3% | |
| Alto margen | 2 | 0.3% | |
| Por tiempo de colegio | 1 | 0.2% | |
| Para surtir el negocio y tener más ingresos | 1 | 0.2% | |
| los clientes piden frutas y verduras | 1 | 0.2% | |
| Por temporada escolar | 1 | 0.2% | |
| Other values (31) | 31 | 5.1% | |
| (Missing) | 255 | 42.2% |
| Max length | 58 |
|---|---|
| Mean length | 7.334437086 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
NSE07
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| ME | |
|---|---|
| MA | |
| MB | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| ME | 206 | 34.1% | |
| MA | 201 | 33.3% | |
| MB | 105 | 17.4% | |
| AL | 90 | 14.9% | |
| BA | 2 | 0.3% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
num_entregas_fv
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 4.1% |
| Missing (n) | 25 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.183074266 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 86.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.7066100756 |
|---|---|
| Coef of variation | 3.859690885 |
| Kurtosis | 30.99618123 |
| Mean | 0.183074266 |
| MAD | 0.3319999642 |
| Skewness | 5.127198724 |
| Sum | 106 |
| Variance | 0.499297799 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 525 | 86.9% | |
| 1 | 30 | 5.0% | |
| 2 | 9 | 1.5% | |
| 3 | 7 | 1.2% | |
| 4 | 5 | 0.8% | |
| 5 | 2 | 0.3% | |
| 7 | 1 | 0.2% | |
| (Missing) | 25 | 4.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 525 | 86.9% | |
| 1 | 30 | 5.0% | |
| 2 | 9 | 1.5% | |
| 3 | 7 | 1.2% | |
| 4 | 5 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.2% | |
| 5 | 2 | 0.3% | |
| 4 | 5 | 0.8% | |
| 3 | 7 | 1.2% | |
| 2 | 9 | 1.5% |
num_entregas_general
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 6.1% |
| Missing (n) | 37 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.132275132 |
|---|---|
| Minimum | 0 |
| Maximum | 42 |
| Zeros (%) | 15.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 5 |
| 95-th percentile | 13.4 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 5.796471353 |
|---|---|
| Coef of variation | 1.402731224 |
| Kurtosis | 16.67487877 |
| Mean | 4.132275132 |
| MAD | 3.30707427 |
| Skewness | 3.71163154 |
| Sum | 2343 |
| Variance | 33.59908015 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) | |
| 2 | 100 | 16.6% | |
| 3 | 95 | 15.7% | |
| 0 | 92 | 15.2% | |
| 1 | 73 | 12.1% | |
| 4 | 60 | 9.9% | |
| 5 | 32 | 5.3% | |
| 6 | 28 | 4.6% | |
| 7 | 25 | 4.1% | |
| 10 | 12 | 2.0% | |
| 8 | 8 | 1.3% | |
| Other values (15) | 42 | 7.0% | |
| (Missing) | 37 | 6.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 92 | 15.2% | |
| 1 | 73 | 12.1% | |
| 2 | 100 | 16.6% | |
| 3 | 95 | 15.7% | |
| 4 | 60 | 9.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42 | 1 | 0.2% | |
| 40 | 1 | 0.2% | |
| 38 | 1 | 0.2% | |
| 35 | 6 | 1.0% | |
| 32 | 1 | 0.2% |
num_lugares
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 2.3% |
| Missing (n) | 14 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6525423729 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 49.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.8361233068 |
|---|---|
| Coef of variation | 1.281331821 |
| Kurtosis | 6.05468225 |
| Mean | 0.6525423729 |
| MAD | 0.6658144211 |
| Skewness | 1.879691796 |
| Sum | 385 |
| Variance | 0.6991021841 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 301 | 49.8% | |
| 1 | 219 | 36.3% | |
| 2 | 56 | 9.3% | |
| 3 | 6 | 1.0% | |
| 4 | 5 | 0.8% | |
| 5 | 2 | 0.3% | |
| 6 | 1 | 0.2% | |
| (Missing) | 14 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 301 | 49.8% | |
| 1 | 219 | 36.3% | |
| 2 | 56 | 9.3% | |
| 3 | 6 | 1.0% | |
| 4 | 5 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.2% | |
| 5 | 2 | 0.3% | |
| 4 | 5 | 0.8% | |
| 3 | 6 | 1.0% | |
| 2 | 56 | 9.3% |
num_personas
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 34.4% |
| Missing (n) | 208 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.974747475 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.179731223 |
|---|---|
| Coef of variation | 0.5974086501 |
| Kurtosis | 8.177921696 |
| Mean | 1.974747475 |
| MAD | 0.7630598918 |
| Skewness | 2.345736552 |
| Sum | 782 |
| Variance | 1.391765759 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 1 | 155 | 25.7% | |
| 2 | 153 | 25.3% | |
| 3 | 64 | 10.6% | |
| 4 | 11 | 1.8% | |
| 8 | 4 | 0.7% | |
| 5 | 4 | 0.7% | |
| 7 | 3 | 0.5% | |
| 6 | 2 | 0.3% | |
| (Missing) | 208 | 34.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 155 | 25.7% | |
| 2 | 153 | 25.3% | |
| 3 | 64 | 10.6% | |
| 4 | 11 | 1.8% | |
| 5 | 4 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 4 | 0.7% | |
| 7 | 3 | 0.5% | |
| 6 | 2 | 0.3% | |
| 5 | 4 | 0.7% | |
| 4 | 11 | 1.8% |
num_recojos_fv
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 4.0% |
| Missing (n) | 24 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.286206897 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 51.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.937044405 |
|---|---|
| Coef of variation | 1.506013076 |
| Kurtosis | 2.482959879 |
| Mean | 1.286206897 |
| MAD | 1.464720571 |
| Skewness | 1.764804686 |
| Sum | 746 |
| Variance | 3.752141028 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 310 | 51.3% | |
| 1 | 91 | 15.1% | |
| 2 | 71 | 11.8% | |
| 3 | 43 | 7.1% | |
| 7 | 24 | 4.0% | |
| 6 | 20 | 3.3% | |
| 4 | 14 | 2.3% | |
| 5 | 6 | 1.0% | |
| 10 | 1 | 0.2% | |
| (Missing) | 24 | 4.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 310 | 51.3% | |
| 1 | 91 | 15.1% | |
| 2 | 71 | 11.8% | |
| 3 | 43 | 7.1% | |
| 4 | 14 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.2% | |
| 7 | 24 | 4.0% | |
| 6 | 20 | 3.3% | |
| 5 | 6 | 1.0% | |
| 4 | 14 | 2.3% |
num_recojos_general
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 9.8% |
| Missing (n) | 59 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.763302752 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 24.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 6.8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.961235568 |
|---|---|
| Coef of variation | 1.112251181 |
| Kurtosis | 2.356149063 |
| Mean | 1.763302752 |
| MAD | 1.455412844 |
| Skewness | 1.614688032 |
| Sum | 961 |
| Variance | 3.846444954 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 1 | 180 | 29.8% | |
| 0 | 147 | 24.3% | |
| 2 | 93 | 15.4% | |
| 3 | 48 | 7.9% | |
| 7 | 24 | 4.0% | |
| 6 | 19 | 3.1% | |
| 4 | 19 | 3.1% | |
| 5 | 11 | 1.8% | |
| 10 | 3 | 0.5% | |
| 8 | 1 | 0.2% | |
| (Missing) | 59 | 9.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 147 | 24.3% | |
| 1 | 180 | 29.8% | |
| 2 | 93 | 15.4% | |
| 3 | 48 | 7.9% | |
| 4 | 19 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 3 | 0.5% | |
| 8 | 1 | 0.2% | |
| 7 | 24 | 4.0% | |
| 6 | 19 | 3.1% | |
| 5 | 11 | 1.8% |
num_viajes_lugar_principal
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 6.1% |
| Missing (n) | 37 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.305114638 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 49.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.089099747 |
|---|---|
| Coef of variation | 1.600702103 |
| Kurtosis | 7.331417868 |
| Mean | 1.305114638 |
| MAD | 1.483615303 |
| Skewness | 2.414433755 |
| Sum | 740 |
| Variance | 4.364337752 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 0 | 301 | 49.8% | |
| 1 | 91 | 15.1% | |
| 2 | 79 | 13.1% | |
| 3 | 32 | 5.3% | |
| 7 | 18 | 3.0% | |
| 4 | 17 | 2.8% | |
| 6 | 16 | 2.6% | |
| 5 | 7 | 1.2% | |
| 12 | 4 | 0.7% | |
| 8 | 1 | 0.2% | |
| (Missing) | 37 | 6.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 301 | 49.8% | |
| 1 | 91 | 15.1% | |
| 2 | 79 | 13.1% | |
| 3 | 32 | 5.3% | |
| 4 | 17 | 2.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.2% | |
| 12 | 4 | 0.7% | |
| 8 | 1 | 0.2% | |
| 7 | 18 | 3.0% | |
| 6 | 16 | 2.6% |
population
Numeric
| Distinct count | 61 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15942.59934 |
|---|---|
| Minimum | 1423 |
| Maximum | 36397 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1423 |
|---|---|
| 5-th percentile | 2298 |
| Q1 | 9749 |
| Median | 14273 |
| Q3 | 22173 |
| 95-th percentile | 36397 |
| Maximum | 36397 |
| Range | 34974 |
| Interquartile range | 12424 |
Descriptive statistics
| Standard deviation | 9347.986401 |
|---|---|
| Coef of variation | 0.5863527147 |
| Kurtosis | -0.1275821344 |
| Mean | 15942.59934 |
| MAD | 7389.229716 |
| Skewness | 0.6605099141 |
| Sum | 9629330 |
| Variance | 87384849.75 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1423. 1860.5 3808. 8224. 8385. ... 24794.5 29675.5 29948.5
35543.5 36397. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8310 | 53 | 8.8% | |
| 36397 | 47 | 7.8% | |
| 2298 | 39 | 6.5% | |
| 13644 | 33 | 5.5% | |
| 14273 | 33 | 5.5% | |
| 1423 | 24 | 4.0% | |
| 22562 | 22 | 3.6% | |
| 14704 | 21 | 3.5% | |
| 22618 | 20 | 3.3% | |
| 29853 | 20 | 3.3% | |
| Other values (51) | 292 | 48.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1423 | 24 | 4.0% | |
| 2298 | 39 | 6.5% | |
| 5318 | 2 | 0.3% | |
| 5875 | 5 | 0.8% | |
| 7609 | 3 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 36397 | 47 | 7.8% | |
| 34690 | 5 | 0.8% | |
| 32535 | 4 | 0.7% | |
| 30044 | 1 | 0.2% | |
| 29853 | 20 | 3.3% |
superficie_bodega
Numeric
| Distinct count | 38 |
|---|---|
| Unique (%) | 6.3% |
| Missing (%) | 7.6% |
| Missing (n) | 46 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.91039427 |
|---|---|
| Minimum | 1 |
| Maximum | 84 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| Median | 12 |
| Q3 | 20 |
| 95-th percentile | 49 |
| Maximum | 84 |
| Range | 83 |
| Interquartile range | 14 |
Descriptive statistics
| Standard deviation | 16.30023073 |
|---|---|
| Coef of variation | 1.024501999 |
| Kurtosis | 5.263985705 |
| Mean | 15.91039427 |
| MAD | 11.17181177 |
| Skewness | 2.223364491 |
| Sum | 8878 |
| Variance | 265.6975219 |
| Memory size | 4.8 KiB |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) | |
| 6 | 89 | 14.7% | |
| 12 | 67 | 11.1% | |
| 4 | 56 | 9.3% | |
| 9 | 36 | 6.0% | |
| 16 | 33 | 5.5% | |
| 1 | 25 | 4.1% | |
| 15 | 25 | 4.1% | |
| 2 | 23 | 3.8% | |
| 8 | 22 | 3.6% | |
| 10 | 19 | 3.1% | |
| Other values (27) | 163 | 27.0% | |
| (Missing) | 46 | 7.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 25 | 4.1% | |
| 2 | 23 | 3.8% | |
| 3 | 3 | 0.5% | |
| 4 | 56 | 9.3% | |
| 5 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 84 | 1 | 0.2% | |
| 81 | 10 | 1.7% | |
| 72 | 6 | 1.0% | |
| 64 | 2 | 0.3% | |
| 63 | 3 | 0.5% |
vehiculo_recojo
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| missing | |
|---|---|
| Taxi | |
| Carro particular | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| missing | 301 | 49.8% | |
| Taxi | 101 | 16.7% | |
| Carro particular | 94 | 15.6% | |
| Otros | 48 | 7.9% | |
| Transporte publico | 32 | 5.3% | |
| Carretilla | 16 | 2.6% | |
| Camion simple | 6 | 1.0% | |
| Van | 5 | 0.8% | |
| Camion articulado | 1 | 0.2% |
| Max length | 18 |
|---|---|
| Mean length | 8.445364238 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
vehiculo_recojo_other
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 46.5% |
| Missing (n) | 281 |
| missing | |
|---|---|
| mototaxi | 11 |
| Colectivo | 4 |
| Other values (5) | 7 |
| (Missing) |
| Value | Count | Frequency (%) | |
| missing | 301 | 49.8% | |
| mototaxi | 11 | 1.8% | |
| Colectivo | 4 | 0.7% | |
| moto | 3 | 0.5% | |
| Caminando | 1 | 0.2% | |
| minivan | 1 | 0.2% | |
| Bicicleta | 1 | 0.2% | |
| Distribuidor | 1 | 0.2% | |
| (Missing) | 281 | 46.5% |
| Max length | 12 |
|---|---|
| Mean length | 5.637417219 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
venta_frutas
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 323 | 53.5% | |
| 1 | 281 | 46.5% |
venta_verduras
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 365 | 60.4% | |
| 1 | 239 | 39.6% |
ventaFyV
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| No vende frutas ni verduras | |
|---|---|
| Vende frutas y verduras | |
| Vende solo frutas |
| Value | Count | Frequency (%) | |
| No vende frutas ni verduras | 301 | 49.8% | |
| Vende frutas y verduras | 217 | 35.9% | |
| Vende solo frutas | 64 | 10.6% | |
| Vende solo verduras | 22 | 3.6% |
| Max length | 27 |
|---|---|
| Mean length | 24.21192053 |
| Min length | 17 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
zone
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 7.5% |
| Missing (n) | 45 |
| center_lima | |
|---|---|
| east_lima | |
| south_lima | |
| (Missing) | 45 |
| Value | Count | Frequency (%) | |
| center_lima | 288 | 47.7% | |
| east_lima | 151 | 25.0% | |
| south_lima | 120 | 19.9% | |
| (Missing) | 45 | 7.5% |
| Max length | 11 |
|---|---|
| Mean length | 9.779801325 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
First rows
| abre_fin_de_semana | betweenness_centrality_avg | cadena_frio | cant_carga | cant_merma | cant_sku | df_index | dist_2closest_mkt | distance_to_market | distrito | gps_altitude | hora_apertura_fin_de_semana | hora_apertura_semana | hora_cierre_fin_de_semana | hora_cierre_semana | horario_atencion_igual | in_food_desert | kopt+0_Clusters | latitude | longitude | lugar_principal | motivo_no_oferta | motivo_no_oferta_other | motivo_si_oferta | motivo_si_oferta_other | NSE07 | num_entregas_fv | num_entregas_general | num_lugares | num_personas | num_recojos_fv | num_recojos_general | num_viajes_lugar_principal | population | superficie_bodega | vehiculo_recojo | vehiculo_recojo_other | venta_frutas | venta_verduras | ventaFyV | zone | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | None | 0.074221 | 1.0 | 30.000000 | 5.000000 | 15.000000 | 0 | 1127.519607 | 1.223042e+04 | SAN JUAN DE LURIGANCHO | NaN | None | None | None | None | None | True | 1.0 | -11.96299 | -77.01987 | Mercado Minorista - La Parada | Otros | None | Otros | None | BA | 1.0 | 11.0 | 2.0 | NaN | 1.0 | 1.0 | 1.0 | 16916.0 | 9.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras | east_lima |
| 1 | None | 0.064132 | 1.0 | 30.000000 | 5.000000 | 13.000000 | 1 | 1244.469289 | 9.876823e+03 | SAN JUAN DE LURIGANCHO | NaN | None | None | None | None | None | True | 4.0 | -12.00862 | -76.97680 | Mercado Minorista - La Parada | Otros | None | Otros | None | ME | 1.0 | 11.0 | 2.0 | NaN | 1.0 | 1.0 | 1.0 | 14704.0 | 9.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras | east_lima |
| 2 | None | 0.135574 | NaN | 17.645734 | 0.593264 | 12.624754 | 3 | 1431.075633 | 1.423843e+07 | SAN JUAN DE LURIGANCHO | NaN | None | None | None | None | None | True | 1.0 | -12.00759 | -76.97502 | missing | Las FyVs se malogran | None | missing | missing | ME | 0.0 | 20.0 | 0.0 | NaN | 0.0 | 1.0 | 0.0 | 8576.0 | 9.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 3 | None | 0.143672 | 1.0 | 20.000000 | 0.500000 | 13.000000 | 4 | 2204.734733 | 4.232259e+03 | CHORRILLOS | NaN | None | None | None | None | None | True | 1.0 | -12.22318 | -76.97934 | Mercado Mayorista Plaza Unicachi Sur | Otros | None | Otros | None | ME | 0.0 | 4.0 | 1.0 | NaN | 1.0 | 2.0 | 3.0 | 1423.0 | 6.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras | south_lima |
| 4 | None | 0.143672 | 1.0 | 17.645734 | 0.593264 | 12.624754 | 5 | 1922.258891 | 1.426205e+07 | CHORRILLOS | NaN | None | None | None | None | None | True | 1.0 | -12.22196 | -76.97573 | missing | No tiene tiempo | None | missing | missing | ME | 0.0 | 3.0 | 0.0 | NaN | 0.0 | NaN | 0.0 | 1423.0 | 16.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | south_lima |
| 5 | None | 0.143672 | NaN | 17.645734 | 0.593264 | 12.624754 | 7 | 2498.281442 | 1.426251e+07 | VILLA EL SALVADOR | NaN | None | None | None | None | None | True | 1.0 | -12.22778 | -76.97404 | missing | Las FyVs se malogran | None | missing | missing | ME | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 1423.0 | 49.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | south_lima |
| 6 | None | 0.143672 | 1.0 | 17.645734 | 0.593264 | 12.624754 | 8 | 2451.911870 | 1.426244e+07 | VILLA EL SALVADOR | NaN | None | None | None | None | None | True | 1.0 | -12.22739 | -76.97384 | missing | Las FyVs se malogran | None | missing | missing | ME | 0.0 | 5.0 | 0.0 | NaN | 0.0 | NaN | 0.0 | 1423.0 | 6.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | south_lima |
| 7 | None | 0.143672 | 1.0 | 200.000000 | 5.000000 | 20.000000 | 9 | 2380.320636 | 3.984173e+03 | VILLA EL SALVADOR | NaN | None | None | None | None | None | True | 1.0 | -12.22680 | -76.97345 | Mercado Mayorista Plaza Unicachi Sur | Otros | None | Otros | None | ME | NaN | 10.0 | 1.0 | NaN | 4.0 | 4.0 | 4.0 | 1423.0 | 30.0 | Carro particular | None | 1.0 | 1.0 | Vende frutas y verduras | south_lima |
| 8 | None | 0.143672 | 0.0 | 17.645734 | 0.593264 | 12.624754 | 10 | 2197.462886 | 1.426210e+07 | CHORRILLOS | NaN | None | None | None | None | None | True | 1.0 | -12.22521 | -76.97292 | missing | Otros | None | missing | missing | ME | 0.0 | 3.0 | 0.0 | NaN | 0.0 | 2.0 | 0.0 | 1423.0 | 6.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | south_lima |
| 9 | None | 0.143672 | NaN | 17.645734 | 0.593264 | 12.624754 | 11 | 2445.206494 | 1.426206e+07 | VILLA EL SALVADOR | NaN | None | None | None | None | None | True | 1.0 | -12.22811 | -76.96965 | missing | Los clientes no piden FyVs | None | missing | missing | MB | 0.0 | 5.0 | 0.0 | NaN | 0.0 | NaN | 0.0 | 1423.0 | 16.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | south_lima |
Last rows
| abre_fin_de_semana | betweenness_centrality_avg | cadena_frio | cant_carga | cant_merma | cant_sku | df_index | dist_2closest_mkt | distance_to_market | distrito | gps_altitude | hora_apertura_fin_de_semana | hora_apertura_semana | hora_cierre_fin_de_semana | hora_cierre_semana | horario_atencion_igual | in_food_desert | kopt+0_Clusters | latitude | longitude | lugar_principal | motivo_no_oferta | motivo_no_oferta_other | motivo_si_oferta | motivo_si_oferta_other | NSE07 | num_entregas_fv | num_entregas_general | num_lugares | num_personas | num_recojos_fv | num_recojos_general | num_viajes_lugar_principal | population | superficie_bodega | vehiculo_recojo | vehiculo_recojo_other | venta_frutas | venta_verduras | ventaFyV | zone | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 594 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 609 | 1357.811487 | 1.423899e+07 | SAN JUAN DE LURIGANCHO | 315.0 | None | None | None | None | None | True | 4.0 | -12.001793 | -76.985923 | missing | Las FyVs se malogran | None | missing | missing | MB | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 14273.0 | 6.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 595 | None | 0.056376 | 1.0 | 60.000000 | 10.000000 | 21.000000 | 610 | 1312.862408 | 8.670283e+03 | SAN JUAN DE LURIGANCHO | NaN | None | None | None | None | None | True | 4.0 | -12.001985 | -76.986295 | Gran Mercado Mayorista De Lima | Otros | None | Los clientes piden FyVs | None | MB | 0.0 | 3.0 | 1.0 | NaN | 1.0 | 1.0 | 2.0 | 14273.0 | 6.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras | east_lima |
| 596 | None | 0.056376 | 1.0 | 60.000000 | 5.000000 | 21.000000 | 611 | 1317.636220 | 8.646093e+03 | SAN JUAN DE LURIGANCHO | NaN | None | None | None | None | None | True | 4.0 | -12.002120 | -76.986210 | Gran Mercado Mayorista De Lima | Otros | None | Los clientes piden FyVs | None | MB | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 14273.0 | 6.0 | Taxi | None | 1.0 | 1.0 | Vende frutas y verduras | east_lima |
| 597 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 612 | 1340.556409 | 1.423899e+07 | SAN JUAN DE LURIGANCHO | 259.0 | None | None | None | None | None | True | 4.0 | -12.001567 | -76.986161 | missing | Las FyVs se malogran | None | missing | missing | MB | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 6.0 | 0.0 | 14273.0 | 6.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 598 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 613 | 1292.482671 | 1.423906e+07 | SAN JUAN DE LURIGANCHO | 298.0 | None | None | None | None | None | True | 4.0 | -12.001826 | -76.986541 | missing | Las FyVs se malogran | None | missing | missing | MB | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 6.0 | 0.0 | 14273.0 | 6.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 599 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 614 | 1248.690035 | 1.423915e+07 | SAN JUAN DE LURIGANCHO | 301.0 | None | None | None | None | None | True | 4.0 | -12.002385 | -76.986793 | missing | Las FyVs se malogran | None | missing | missing | MB | 0.0 | 6.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 14273.0 | 6.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 600 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 615 | 1271.260966 | 1.423914e+07 | SAN JUAN DE LURIGANCHO | 343.0 | None | None | None | None | None | True | 4.0 | -12.002580 | -76.986527 | missing | Las FyVs se malogran | None | missing | missing | MB | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 14273.0 | 4.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 601 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 616 | 1250.701378 | 1.423920e+07 | SAN JUAN DE LURIGANCHO | 305.0 | None | None | None | None | None | True | 4.0 | -12.002961 | -76.986631 | missing | Las FyVs se malogran | None | missing | missing | MB | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 14273.0 | 4.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 602 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 617 | 1186.656610 | 1.423922e+07 | SAN JUAN DE LURIGANCHO | 278.0 | None | None | None | None | None | True | 4.0 | -12.002451 | -76.987365 | missing | Los clientes no piden FyVs | None | missing | missing | MB | 0.0 | 4.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 14273.0 | 4.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |
| 603 | None | 0.056376 | NaN | 17.645734 | 0.593264 | 12.624754 | 618 | 1195.035417 | 1.423924e+07 | SAN JUAN DE LURIGANCHO | 297.0 | None | None | None | None | None | True | 4.0 | -12.002750 | -76.987205 | missing | Los clientes no piden FyVs | None | missing | missing | MB | 0.0 | 4.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 14273.0 | 4.0 | missing | missing | 0.0 | 0.0 | No vende frutas ni verduras | east_lima |